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ML Services

Amazon Comprehend​

  • Uses Natural-Language-Processing (NLP) to help you understand the meaning and sentiment in your text

Amazon Comprehend Medical​

  • Detects and returns useful information in unstructured clinical text
  • Uses NLP to detect Protected Health Information (PHI)

Amazon Textract​

  • Uses ML to automatically extract text, handwriting, and data from scanned documents

Amazon Kendra​

  • Allows to create an intelligent search service powered by machine learning

Amazon Forcast​

  • Is a time-series forcasting service that uses machine learning and is build to give an important business insights

Fraud Detector​

  • An AI service that is built to detect fraud in your data

Amazon Transcribe​

  • Concert speech to text automatically
  • You can use this service to generate subtitles on the fly

Amazon Polly​

  • Turns text into lifelike speech and allows to create applications that talk to and interact with you using a variety of languages and accents
  • The opposite of Transcribe

Amazon Lex​

  • To build conversational interfaces in your applications using natural language models

Rekognition​

  • Recognition of images and videos using deep learning and neural network
  • Find objects, people, text, scenes in images and videos using ML

SageMaker​

  • Fully managed service for developers / data scientists to build ML models

  • Components

    • Ground truth
    • Notebook
    • Training
    • Inference

  • Deployment types

    • Online usage
    • Offline usage

  • Stages

    • Create a model
    • Create an endpoint configuration
    • Create an endpoint

Amazon translate​

  • Allows to translate from one language to another

Amazon Personalize​

  • Fully managed ML service to build apps with real-time personalized recommendations